Talks & Workshops
A collection of presentations given at national and international conferces.
Dec 2025 • PCMA-2025
Data-Driven Dynamics: Learning Vector Fields for Epidemic Forecasting with Neural ODEs
We present neural ODEs and gain intuition on how they work. We also compare their forecasting capabilities against compartmental ODE models in real epidemiological scenarios.
Jul 2025 • SMB-2025
Unveiling the drivers of fetal weight estimation: which ultrasound measurements matter most?
The contribution of the involved biometric parameters of popular fetal weight estimation formulas is assessed using diverse datasets, sensitivity analysis and bootstrapping.
Jul 2024 • ECMTB'24
Can age-based restrictions replace horizontal lockdowns?
A novel epidemiological age-structured model and a scheme for comparing different epidemiological strategies are introduced, and applied to COVID-19 as a means of comparing horizontal to age-based lockdowns.
Sep 2022 • MBMC-3
Mathematical modeling of immune response in breast cancer: the effect of tBregs and rituximab
Two novel models examining the way breast cancer interacts with immune cells are presented.
Feb 2022 • MBMC-3
Mathematical models of immune response in cancer
An introduction to cancer and immune system modeling using Ordinary Differential Equations.